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Machine Learning is a subset of Artificial Intelligence

• True

• False

Deep Learning is a subset of Machine Learning

• True

• False

Machine Learning consists in programming computers to learn from real-time human interactions

• True

• False

AI Winters happened mostly due to the lack of understanding behind the theory of neural networks

• True

• False

Most modern applications that use computer vision, use models that were trained using this discipline:

• Machine Learning

• Artificial Intelligence

• Deep Learning

In the Machine Learning Workflow, the main goal of the Data Exploration and Preprocessing step is to

• Identify what data that is best suited to find a solution to your business problem

• Determine how to clean your data such that you can use it to train a model

What is the goal of supervised learning?

• Predict the labels.

• Predict the features

• Find an underlying structure of the dataset without any labels.

• Find the target.

What is deep learning?

• Deep learning is machine learning that involves deep neural networks.

• Deep learning is another name for artificial intelligence.

• Deep learning includes artificial intelligence and machine learning.

• None of the above are correct.

When is a standard machine learning algorithm usually a better choice than using deep learning to get the job done?

• When working with small data sets.

• When the data is steady over time.

• When working with large data sets.

• None of the above are correct.

What is a Turing test?

• It tests a machine's ability to exhibit intelligent behavior.

• It tests images.

• It tests the dataset.

• It tests and cleans the dataset.